Markowitz portfolio theory helps decrease medicines’ side effect and speed up machine learning

© 2018, Springer International Publishing AG. In this paper, we show that, similarly to the fact that distributing the investment between several independent financial instruments decreases the investment risk, using a combination of several medicines can decrease the medicines’ side effects. Moreov...

Full description

Saved in:

Bibliographic Details
Main Authors:	Thongchai Dumrongpokaphan, Vladik Kreinovich
Format:	Book Series
Published:	2018
Subjects:	Computer Science
Online Access:	https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85038867695&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/58567
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	Chiang Mai University

id	th-cmuir.6653943832-58567
record_format	dspace
spelling	th-cmuir.6653943832-585672018-09-05T04:26:21Z Markowitz portfolio theory helps decrease medicines’ side effect and speed up machine learning Thongchai Dumrongpokaphan Vladik Kreinovich Computer Science © 2018, Springer International Publishing AG. In this paper, we show that, similarly to the fact that distributing the investment between several independent financial instruments decreases the investment risk, using a combination of several medicines can decrease the medicines’ side effects. Moreover, the formulas for optimal combinations of medicine are the same as the formulas for the optimal portfolio, formulas first derived by the Nobel-prize winning economist H. M. Markowitz. A similar application to machine learning explains a recent success of a modified neural network in which the input neurons are also directly connected to the output ones. 2018-09-05T04:26:21Z 2018-09-05T04:26:21Z 2018-01-01 Book Series 1860949X 2-s2.0-85038867695 10.1007/978-3-319-73150-6_6 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85038867695&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/58567
institution	Chiang Mai University
building	Chiang Mai University Library
country	Thailand
collection	CMU Intellectual Repository
topic	Computer Science
spellingShingle	Computer Science Thongchai Dumrongpokaphan Vladik Kreinovich Markowitz portfolio theory helps decrease medicines’ side effect and speed up machine learning
description	© 2018, Springer International Publishing AG. In this paper, we show that, similarly to the fact that distributing the investment between several independent financial instruments decreases the investment risk, using a combination of several medicines can decrease the medicines’ side effects. Moreover, the formulas for optimal combinations of medicine are the same as the formulas for the optimal portfolio, formulas first derived by the Nobel-prize winning economist H. M. Markowitz. A similar application to machine learning explains a recent success of a modified neural network in which the input neurons are also directly connected to the output ones.
format	Book Series
author	Thongchai Dumrongpokaphan Vladik Kreinovich
author_facet	Thongchai Dumrongpokaphan Vladik Kreinovich
author_sort	Thongchai Dumrongpokaphan
title	Markowitz portfolio theory helps decrease medicines’ side effect and speed up machine learning
title_short	Markowitz portfolio theory helps decrease medicines’ side effect and speed up machine learning
title_full	Markowitz portfolio theory helps decrease medicines’ side effect and speed up machine learning
title_fullStr	Markowitz portfolio theory helps decrease medicines’ side effect and speed up machine learning
title_full_unstemmed	Markowitz portfolio theory helps decrease medicines’ side effect and speed up machine learning
title_sort	markowitz portfolio theory helps decrease medicines’ side effect and speed up machine learning
publishDate	2018
url	https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85038867695&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/58567
_version_	1681425089570013184

Markowitz portfolio theory helps decrease medicines’ side effect and speed up machine learning

Similar Items